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Data Mining

 

 

 

 

 

 

 

 

 

  Graduates of the MS in Data Mining Program

We are proud of our graduates.  Feel free to download and read their theses.

Rafiqul Islam (2004), Knowledge Discovery in Microarray Data
Thesis Committee: Daniel Larose (Chair), Zdravko Markov, and Roger Bilisoly.
Rafiq now works for a genomics analysis company in New Jersey.


Eric Taylor (2005), Comparing Unsupervised Multivariate Normal Cluster Results between Datasets and Consolidating Similar Clusters.
Thesis Committee: Daniel Larose (Chair), Daniel Miller, and Zdravko Markov.
Eric works as a statistical analyst fir United Technologies Corporation.

James Steck (2005), NETPIX: A Method of Feature Selection Leading to Accurate Sentiment-Based Classification Models.
Thesis Committee: Daniel Larose (Chair), Daniel Miller, and Zdravko Markov.
James completed all the program course work from his home in Washington state.  He now works as a web analytics analyst for Washington Mutual, Inc. 


Kathleen Alber (2007), Identifying Patterns of Potentially Preventable Emergency Department Utilization by American Children.
Thesis Committee: Daniel Larose (Chair), Zdravko Markov, and Roger Bilisoly.

Steven Barbee (2007), The Discovery by Data Mining of Rogue Equipment in the Manufacture of Semiconductor Devices.
Thesis Committee: Daniel Larose (Chair), Zdravko Markov, and Darius Dziuda.
Steven retired from IBM and now works for SPSS, Inc.

Judith Spomer (2009), Latent Semantic Analysis and Classification Modeling in Applications for Social Movement Theory.
Thesis Committee: Roger Bilisoly (Chair), Daniel Larose, and Zdravko Markov.

Donald Wedding (2009), Extending the Data Mining Software Packages SAS Enterprise Miner and SPSS Clementine to Handle Fuzzy Cluster Membership: Implementation with Examples.
Thesis Committee: Roger Bilisoly (Chair), Daniel Larose, and Zdravko Markov.
Donald now works for SAS.

Pictured here celebrating our first graduate Rafiqul Islam in 2004 are, left to right, Dr. Roger Bilisoly, thesis committee member, Dr. Daniel Larose, thesis committee chair, Dr. Timothy Craine, Chair of the Department of Mathematical Sciences, Dr. Susan Pease, Dean of the School of Arts and Sciences, Rafiqul Islam, Dr. Estela Lopez, Vice Chancellor of the Connecticut State University System, and Dr. Zdravko Markov, thesis committee member.